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Updated weekly · Last refresh Aug 30

CarGurus Business Analyst Interview Questions

The questions to prepare for a CarGurus Business Analyst interview. Questions from real interview reports rank first. Updated weekly.

31questions
~4htotal time
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1
MetricsStart here. 3 questions · ~24 min
Diagnose Databricks Engagement DropMedium

Diagnose a 17% drop in Databricks weekly engaged users by decomposing DAU/WAU, retention, sessions, and instrumentation changes.

Leading IndicatorsDiagnosisEngagement MetricsCarGurus
Metrics for Improving RetentionMedium

Tests your ability to diagnose retention drivers and choose actionable metrics.

RetentionKPIDiagnosisCarGurus
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2
SQL & Data Manipulation4 questions + 3 drills · ~62 min
3
Behavioral & Leadership19 questions · ~152 min
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4
More topics5 questions · ~40 min
Incorporate User Feedback EffectivelyEasy

Approach for turning user feedback into product decisions without overreacting to isolated requests.

User ResearchFeature PrioritizationPain PointsCarGurus
End-to-End Data-Driven ProjectMedium

Tests your ability to frame problems, define requirements, and deliver measurable outcomes.

Success CriteriaRoadmappingScope ManagementCarGurus
Estimating Market SizeHard

Tests your strategy and quantitative reasoning for sizing opportunities and validating assumptions.

EstimationTAM/SAM/SOMMarket SizingCarGurus
Probability Concepts for BAMedium

Tests your baseline understanding of probability concepts relevant to analytics and experimentation.

DistributionsExpected ValueConditional ProbabilityCarGurus
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